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Towards Brain-inspired Interconnects and Circuits

Research Article

Reduced Interconnects in Neural Networks Using a Time Multiplexed Architecture Based on Quantum Devices

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  • @INPROCEEDINGS{10.1007/978-3-642-04850-0_32,
        author={Peter Kelly and Fergal Tuffy and Valeriu Beiu and Liam McDaid},
        title={Reduced Interconnects in Neural Networks Using a Time Multiplexed Architecture Based on Quantum Devices},
        proceedings={Towards Brain-inspired Interconnects and Circuits},
        proceedings_a={TBIC},
        year={2012},
        month={5},
        keywords={Quantum device resonant tunneling device (RTD) time multiplexed architecture (TMA) neural network (NN) interconnects},
        doi={10.1007/978-3-642-04850-0_32}
    }
    
  • Peter Kelly
    Fergal Tuffy
    Valeriu Beiu
    Liam McDaid
    Year: 2012
    Reduced Interconnects in Neural Networks Using a Time Multiplexed Architecture Based on Quantum Devices
    TBIC
    Springer
    DOI: 10.1007/978-3-642-04850-0_32
Peter Kelly1,*, Fergal Tuffy1,*, Valeriu Beiu2,*, Liam McDaid1,*
  • 1: University of Ulster
  • 2: United Arab Emirates University
*Contact email: pm.kelly@ulster.ac.uk, f.tuffy@ulster.ac.uk, vbeiu@uaeu.ac.ae, lj.mcdaid@ulster.ac.uk

Abstract

The interconnection problem associated with large scale hardware-based neural networks is well known. A time multiplexed neural network architecture using silicon based quantum devices with MOS/CMOS devices is described and shows significant increased functional density compared to conventional devices.

Keywords
Quantum device resonant tunneling device (RTD) time multiplexed architecture (TMA) neural network (NN) interconnects
Published
2012-05-28
http://dx.doi.org/10.1007/978-3-642-04850-0_32
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